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Big Data in Finance and the Growth of Large Firms

Citations

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Cited by:

  1. Isaac Baley & Laura Veldkamp, 2021. "Bayesian learning," Economics Working Papers 1797, Department of Economics and Business, Universitat Pompeu Fabra.
  2. Wang, Xiaodong & Deng, Yunfeng & Mao, Xiaomeng, 2025. "The impact of bank digital transformation on enterprises digital technology innovation in China," International Review of Financial Analysis, Elsevier, vol. 102(C).
  3. Liu, Shiang & Sun, Liang, 2024. "Navigating uncharted skies: The role of pilot CEO in FinTech adoption," Finance Research Letters, Elsevier, vol. 62(PA).
  4. Morshadul Hasan & Ariful Hoque & Thi Le, 2023. "Big Data-Driven Banking Operations: Opportunities, Challenges, and Data Security Perspectives," FinTech, MDPI, vol. 2(3), pages 1-26, July.
  5. Wu, Shan & Pan, Xiaoya & Wang, Fan, 2025. "Can the synergy between FinTech and data element market development enhance credit allocation efficiency?," International Review of Economics & Finance, Elsevier, vol. 103(C).
  6. Andrei, Daniel & Mann, William & Moyen, Nathalie, 2019. "Why did the q theory of investment start working?," Journal of Financial Economics, Elsevier, vol. 133(2), pages 251-272.
  7. Tadas Limba & Andrejus Novikovas & Andrius Stankevičius & Antanas Andrulevičius & Manuela Tvaronavičienė, 2020. "Big Data Manifestation in Municipal Waste Management and Cryptocurrency Sectors: Positive and Negative Implementation Factors," Sustainability, MDPI, vol. 12(7), pages 1-14, April.
  8. Jennie Bai & Massimo Massa, 2021. "Is Human-Interaction-based Information Substitutable? Evidence from Lockdown," NBER Working Papers 29513, National Bureau of Economic Research, Inc.
  9. Shaofeng Zhang & Zheng Zou & Qinghua Zou, 2025. "Multi-scale quantile connectedness networks under fintech integration: evidence from China’s financial markets," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
  10. Yessie Fransiska Lydiana, 2022. "Future Banking In Digital Transformation (DX) Dimension: A Literature Review ," GATR Journals jfbr199, Global Academy of Training and Research (GATR) Enterprise.
  11. Tang, Mengxuan & Hu, Yang & Corbet, Shaen & Hou, Yang (Greg) & Oxley, Les, 2024. "Fintech, bank diversification and liquidity: Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
  12. Darko B. Vuković & Senanu Dekpo-Adza & Stefana Matović, 2025. "AI integration in financial services: a systematic review of trends and regulatory challenges," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-29, December.
  13. Luo, Sumei & Sun, Yongkun & Zhou, Rui, 2022. "Can fintech innovation promote household consumption? Evidence from China family panel studies," International Review of Financial Analysis, Elsevier, vol. 82(C).
  14. Wang, Xiaoting & Hou, Siyuan & Kyaw, Khine & Xue, Xupeng & Liu, Xueqin, 2023. "Exploring the determinants of Fintech Credit: A comprehensive analysis," Economic Modelling, Elsevier, vol. 126(C).
  15. Shi, Yu & Dong, Xiaohong & Zhang, Qiyuan & Zhou, Ze, 2024. "FinTech, urban entrepreneurial activity, and social security levels: Evidence from China," Finance Research Letters, Elsevier, vol. 61(C).
  16. Qian Chen & Chuang Shen, 2024. "How FinTech Affects Bank Systemic Risk: Evidence from China," Journal of Financial Services Research, Springer;Western Finance Association, vol. 65(1), pages 77-101, February.
  17. Ufuk Akcigit & Sina T. Ates, 2021. "Ten Facts on Declining Business Dynamism and Lessons from Endogenous Growth Theory," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 257-298, January.
  18. Lu, Danning & Hui, Eddie Chi Man & Shen, Jianfu & Shi, Jianxun, 2024. "Digital industry agglomeration and urban innovation: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1998-2025.
  19. Charoenwong, Ben & Kowaleski, Zachary T. & Kwan, Alan & Sutherland, Andrew G., 2024. "RegTech: Technology-driven compliance and its effects on profitability, operations, and market structure," Journal of Financial Economics, Elsevier, vol. 154(C).
  20. Alexander Kohlhas & Vladimir Asriyan, 2025. "The Macroeconomics of Data: Scale, Product Choice, and Pricing in the Information Age," Working Papers 1486, Barcelona School of Economics.
  21. Laura Veldkamp, 2020. "The Research Agenda: Laura Veldkamp on Modeling and Measuring the Data Economy," EconomicDynamics Newsletter, Review of Economic Dynamics, vol. 21(1), April.
  22. Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
  23. Zhang, Junsheng & Peng, Zezhi & Zeng, Yamin & Yang, Haisheng, 2023. "Do big data mutual funds outperform?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
  24. Galeone, Graziana & Ranaldo, Simona & Fusco, Antonio, 2024. "ESG and FinTech: Are they connected?," Research in International Business and Finance, Elsevier, vol. 69(C).
  25. Alexandre Kohlhas & Vladimir Asriyan, 2025. "The Macroeconomics of Data: Scale, Product Choice, and Pricing in the Information Age," Economics Series Working Papers 1073, University of Oxford, Department of Economics.
  26. Wen Chen, 2023. "Digital economy development, corporate social responsibility and low‐carbon innovation," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1664-1679, July.
  27. Sehwa Kim & Seil Kim & Anya V. Kleymenova & Rongchen Li, 2023. "Current Expected Credit Losses (CECL) Standard and Banks' Information Production," Finance and Economics Discussion Series 2023-063, Board of Governors of the Federal Reserve System (U.S.).
  28. Chen, Wen & Wu, Weili & Zhang, Tonghui, 2023. "Fintech development, firm digitalization, and bank loan pricing," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
  29. Adolfo Figueroa, 2019. "Do Market Prices Reflect Real Scarcity? Theories and Facts," Revista Economía, Fondo Editorial - Pontificia Universidad Católica del Perú, vol. 42(83), pages 54-74.
  30. Zhao, Yang & Goodell, John W. & Wang, Yong & Abedin, Mohammad Zoynul, 2023. "Fintech, macroprudential policies and bank risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
  31. Vladimir Asriyan & Alexandre Kohlhas, 2025. "The macroeconomics of data: Scale, product choice, and pricing in the information age," Economics Working Papers 1904, Department of Economics and Business, Universitat Pompeu Fabra.
  32. Yundan Guo & Han Liang & Li Shen, 2025. "Digital Transformation and Corporate Financial Asset Allocation: Evidence from China," Papers 2509.09095, arXiv.org.
  33. Tian, Geran & Wu, Weixing, 2023. "Big data pricing in marketplace lending and price discrimination against repeat borrowers: Evidence from China," China Economic Review, Elsevier, vol. 78(C).
  34. Surabhi R & Shiva Kumar, 2024. "Evolution of FinTech: A Systematic Literature Review," Nowoczesne Systemy Zarządzania. Modern Management Systems, Military University of Technology, Faculty of Security, Logistics and Management, Institute of Organization and Management, issue 2, pages 49-62.
  35. Wang, Keyun & Xu, Fengmin & Wang, Shihao & Li, Benchu, 2024. "Data analysis technology and inequality in capital costs," Economics Letters, Elsevier, vol. 237(C).
  36. Wu, Qingyang & Li, Shanhong, 2024. "Decarbonization by digits: How data factors drive nonlinear sustainable dynamics in manufacturing," Applied Energy, Elsevier, vol. 374(C).
  37. Pungaliya, Raunaq S. & Wang, Yanbo, 2023. "Machine invasion: Automation in information acquisition and the cross-section of stock returns," Journal of Financial Markets, Elsevier, vol. 64(C).
  38. Wu, Shan & Zou, Mengqi & Jin, Tongen, 2025. "Data element marketization and corporate investment efficiency: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 104(PA).
  39. Ge, Shilong & Tu, Zhenyu & Chen, Yalin & Chong, Heap-Yih, 2025. "Data driven-sustainability: The impact of data trading platforms on corporate ESG performance," International Review of Financial Analysis, Elsevier, vol. 105(C).
  40. Anh Tuan Bui & Susan Lambert & Tung Duc Phung & Giao Reynolds, 2021. "The Impact of Business Obstacles on Firm Growth and Job Stability in East Asia and Pacific Nations," Sustainability, MDPI, vol. 13(19), pages 1-19, October.
  41. Yannelis, Constantine & Zhang, Anthony Lee, 2023. "Competition and selection in credit markets," Journal of Financial Economics, Elsevier, vol. 150(2).
  42. Feimei Liao & Yaoyao Hu & Yinghao Sun & Songqin Ye, 2024. "Does digital empowerment affect corporate green investment efficiency?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 23085-23111, September.
  43. Yuan, Xueying & Xu, Jinhua & Shang, Lixia, 2024. "Exaggerating, distracting, or window-dressing? An empirical study on firm greenwashing recognition," Finance Research Letters, Elsevier, vol. 67(PB).
  44. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
  45. Le Hoang Vinh & Ngo Van Toan & Pham Le Quang, 2023. "Non-Linear Impact of ICT on Profitability of Commercial Banks in Vietnam," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 42-53.
  46. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
  47. Cheng, Maoyong & Qu, Yang, 2023. "The false prosperity and promising future: Effects of data resources on bank efficiency," International Review of Financial Analysis, Elsevier, vol. 89(C).
  48. Bianco, Timothy & Herrera, Ana María, 2025. "Monetary policy and credit flows: A tale of two effective lower bounds," Journal of Economic Dynamics and Control, Elsevier, vol. 175(C).
  49. Anh Tuan Bui & Thu Phuong Pham, 2022. "Correction: Bui, A.T.; Pham, T.P. Financial and Labour Obstacles and Firm Employment: Evidence from Europe and Central Asia Firms. Sustainability 2021, 13 , 8650," Sustainability, MDPI, vol. 14(1), pages 1-1, January.
  50. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
  51. Gondhi, Naveen, 2023. "Rational inattention, misallocation, and the aggregate economy," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 50-75.
  52. Chen, Xian & Liu, Yang & Wen, Fenghua, 2024. "Air pollution and the digital transformation," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  53. Zhou, Qin & Cheng, Changgao & Fang, Zhou & Zhang, Hengquan & Xu, Yining, 2024. "How does the development of the digital economy affect innovation output? Exploring mechanisms from the perspective of regional innovation systems," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 1-17.
  54. Lee, Chien-Chiang & Tang, Manting & Lee, Chi-Chuan, 2023. "Reaping digital dividends: Digital inclusive finance and high-quality development of enterprises in China," Telecommunications Policy, Elsevier, vol. 47(2).
  55. Raymond Kwong & Man Lung Jonathan Kwok & Helen S. M. Wong, 2023. "Green FinTech Innovation as a Future Research Direction: A Bibliometric Analysis on Green Finance and FinTech," Sustainability, MDPI, vol. 15(20), pages 1-27, October.
  56. Chen, Muzi & Li, Geng & Li, Nan & Yang, Xiaoguang & Trainor, William J., 2025. "Impact of regional digital economy on default recovery: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 101(C).
  57. Juan J. Lull & Roberto Cervelló-Royo & José Luis Galdón, 2024. "Crossroads between Big Data and entrepreneurship: current key trends," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 2763-2790, December.
  58. Wen Chen & Changyi Zhu & Qi Cheung & Siying Wu & Jun Zhang & Jia Cao, 2024. "How does digitization enable green innovation? Evidence from Chinese listed companies," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 3832-3854, July.
  59. Zhiyong An, 2025. "Intangible Capital, Returns to Scale and Aggregate Price Stickiness," Annals of Economics and Finance, Society for AEF, vol. 26(1), pages 377-388, May.
  60. Metawa, Noura & Dogan, Eyup & Taskin, Dilvin, 2022. "Analyzing the nexus of green economy, clean and financial technology," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 385-396.
  61. Khattak, Mudeer Ahmed & Ali, Mohsin & Azmi, Wajahat & Rizvi, Syed Aun R., 2023. "Digital transformation, diversification and stability: What do we know about banks?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 122-132.
  62. Choudhary, Priya & Thenmozhi, M., 2024. "Fintech and financial sector: ADO analysis and future research agenda," International Review of Financial Analysis, Elsevier, vol. 93(C).
  63. Geng, Hongyan & Guo, Pin & Cheng, Maoyong, 2023. "The dark side of bank FinTech: Evidence from a transition economy," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1811-1830.
  64. Olivier Dessaint & Thierry Foucault & Laurent Fresard, 2024. "Does Alternative Data Improve Financial Forecasting? The Horizon Effect," Journal of Finance, American Finance Association, vol. 79(3), pages 2237-2287, June.
  65. Ding, Jinxiu & Li, Lingxue & Zhao, Jinsong, 2024. "How does fintech prompt corporations toward ESG sustainable development? Evidence from China," Energy Economics, Elsevier, vol. 131(C).
  66. Huidong Sun & Mustafa Raza Rabbani & Muhammad Safdar Sial & Siming Yu & José António Filipe & Jacob Cherian, 2020. "Identifying Big Data’s Opportunities, Challenges, and Implications in Finance," Mathematics, MDPI, vol. 8(10), pages 1-19, October.
  67. Hong, Liu & Nikbakht, Ehsan & Zhou, Tianpeng, 2023. "Does product market competition affect the adoption of FinTech by non-financial firms?," Finance Research Letters, Elsevier, vol. 54(C).
  68. Luo, Sumei & Sun, Yongkun & Yang, Fan & Zhou, Guangyou, 2022. "Does fintech innovation promote enterprise transformation? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
  69. Da, Zhi & Huang, Xing & Jin, Lawrence J., 2021. "Extrapolative beliefs in the cross-section: What can we learn from the crowds?," Journal of Financial Economics, Elsevier, vol. 140(1), pages 175-196.
  70. Pacelli, Vincenzo & Miglietta, Federica & Foglia, Matteo, 2022. "The extreme risk connectedness of the new financial system: European evidence," International Review of Financial Analysis, Elsevier, vol. 84(C).
  71. Shiyang Huang & Yan Xiong & Liyan Yang, 2022. "Skill Acquisition and Data Sales," Management Science, INFORMS, vol. 68(8), pages 6116-6144, August.
  72. Breuer, Matthias & Leuz, Christian & Vanhaverbeke, Steven, 2025. "Reporting regulation and corporate innovation," Journal of Accounting and Economics, Elsevier, vol. 80(1).
  73. Itay Goldstein & Liyan Yang, 2022. "Commodity Financialization and Information Transmission," Journal of Finance, American Finance Association, vol. 77(5), pages 2613-2667, October.
  74. Zhang, Haolin & Feng, Yongqi & Wang, Ying & Ni, Juan, 2024. "Peer effects in corporate financialization: The role of Fintech in financial decision making," International Review of Financial Analysis, Elsevier, vol. 94(C).
  75. Ehsan Valavi & Joel Hestness & Newsha Ardalani & Marco Iansiti, 2022. "Time and the Value of Data," Papers 2203.09118, arXiv.org.
  76. Peress, Joel & Schmidt, Daniel, 2021. "Noise traders incarnate: Describing a realistic noise trading process," Journal of Financial Markets, Elsevier, vol. 54(C).
  77. Daud, Siti Nurazira Mohd & Ahmad, Abd Halim & Khalid, Airil & Azman-Saini, W.N.W., 2022. "FinTech and financial stability: Threat or opportunity?," Finance Research Letters, Elsevier, vol. 47(PB).
  78. Campanella, Francesco & Serino, Luana & Battisti, Enrico & Giakoumelou, Anastasia & Karasamani, Isabella, 2023. "FinTech in the financial system: Towards a capital-intensive and high competence human capital reality?," Journal of Business Research, Elsevier, vol. 155(PA).
  79. Mirza Fahim Ahmed & Ishter Mahal, 2025. "A Review on the Application & Influence of Big Data in the Financial Institutions," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 12(2), pages 208-229, February.
  80. Guo, Junyan & Fang, Hanqing & Liu, Xuexin & Wang, Cizhi & Wang, Yuan, 2023. "FinTech and financing constraints of enterprises: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
  81. Wu, Fei & Hu, Yan & Shen, Me, 2024. "The color of FinTech: FinTech and corporate green transformation in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
  82. Acciarini, Chiara & Cappa, Francesco & Boccardelli, Paolo & Oriani, Raffaele, 2023. "How can organizations leverage big data to innovate their business models? A systematic literature review," Technovation, Elsevier, vol. 123(C).
  83. Maren Forier & Nadine Lybaert & Maarten Corten & Niels Appermont & Tensie Steijvers, 2023. "The flip side of the coin: how entrepreneurship-oriented insolvency laws can complicate access to debt financing for growth firms," European Journal of Law and Economics, Springer, vol. 56(3), pages 461-495, December.
  84. Martineau, Charles & Zoican, Marius, 2023. "Retail trading and analyst coverage," Journal of Financial Markets, Elsevier, vol. 66(C).
  85. Walther, Ansgar & Uettwiller, Antoine, 2019. "The Market for Data Privacy," CEPR Discussion Papers 13588, C.E.P.R. Discussion Papers.
  86. Xu, Yuanbin & Wei, Yuan & Zeng, Xin & Yu, Haiqing & Chen, Hongjie, 2024. "Big data development and labor income share: Evidence from China's national big data comprehensive pilot zones," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1415-1437.
  87. Zhou, Xi & Chen, Shou, 2021. "FinTech innovation regulation based on reputation theory with the participation of new media," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
  88. Liu, Rui & Zheng, Linhao & Chen, Zheang & Cheng, Mengyao & Ren, Yuzhuo, 2024. "Digitalization through supply chains: Evidence from the customer concentration of Chinese listed companies," Economic Modelling, Elsevier, vol. 134(C).
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